Machine Learning

HATS : Hindi Analogy Test Set for Evaluating Reasoning in Large Language Models ACL 2025 HausaNLP at SemEval-2025 Task 11: Advancing Hausa Text-based Emotion Detection SemEval 2025 HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025 Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection Transformer WACV 2025 Have LLMs Reopened the Pandora’s Box of AI-Generated Fake News? NAACL 2025 HAVER: Instance-Dependent Error Bounds for Maximum Mean Estimation and Applications to Q-Learning and Monte Carlo Tree Search AISTATS 2025 Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025 Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025 HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025 Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine IJCAI 2025 HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing ICCV 2025 HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation AAAI 2025 HCRide: Harmonizing Passenger Fairness and Driver Preference for Human-Centered Ride-Hailing IJCAI 2025 HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction EMNLP 2025 HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025 HDP-Flow: Generalizable Bayesian Nonparametric Model for Time Series State Discovery UAI 2025 HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025 HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting AAAI 2025 HeadMap: Locating and Enhancing Knowledge Circuits in LLMs ICLR 2025 HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning EMNLP 2025 HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation ICML 2025 HealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records IJCAI 2025 HEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs ICML 2025